Tenure int64 0 72 | PhoneService stringclasses 2
values | MultipleLines stringclasses 3
values | InternetSpeed stringclasses 4
values | SupportEligibility stringclasses 4
values | Contract stringclasses 3
values | MonthlyStreamingTime stringclasses 4
values | PremiumHDStreaming stringclasses 2
values | prediction_id stringlengths 36 36 | prediction_label stringclasses 2
values | prediction_score float64 0 0.95 | actual_score int64 0 1 | actual_label stringclasses 2
values | shap/Tenure float64 -0.3 0.39 | shap/PhoneService float64 -0.11 0.2 | shap/MultipleLines float64 -0.15 0.17 | shap/InternetSpeed float64 -0.22 0.25 | shap/SupportEligibility float64 -0.22 0.2 | shap/Contract float64 -0.28 0.19 | shap/MonthlyStreamingTime float64 -0.18 0.23 | shap/PremiumHDStreaming float64 -0.09 0.14 | Gender stringclasses 2
values | Age int64 20 80 | Dependents stringclasses 2
values | Partner stringclasses 2
values | EmploymentStatus stringclasses 5
values | LocationCode stringclasses 3
values | Education stringclasses 5
values | timestamp int64 1.67B 1.67B |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | b80f309b-98bb-4467-b327-a14fba9d97c0 | no_churn | 0.360814 | 0 | no_churn | 0.065648 | -0.010478 | -0.09188 | -0.118585 | -0.043407 | 0.047659 | 0.004401 | -0.024455 | Male | 75 | Yes | Yes | Employed | Urban | Bachelor | 1,673,416,800 |
35 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | <80hrs | Disabled | 7011fa63-21a8-435e-bfe4-6c38a61cf9a4 | no_churn | 0.062722 | 0 | no_churn | -0.053014 | -0.005074 | 0.027229 | -0.038225 | 0.053304 | 0.068649 | 0.077436 | -0.053775 | Female | 80 | Yes | Yes | Employed | Rural | Bachelor | 1,673,416,800 |
1 | No | No phone service | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 8d0ff41c-3571-4912-9d0f-2c5c16e6c117 | churn | 0.79411 | 1 | churn | 0.196939 | 0.082911 | 0.023203 | -0.010316 | -0.060482 | 0.147907 | -0.020421 | -0.006957 | Female | 70 | No | No | Retired | Suburban | Bachelor | 1,673,416,800 |
50 | Yes | Yes | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 9751c6e9-2745-48cf-ba7c-9964c2027c89 | no_churn | 0.05886 | 0 | no_churn | 0.006597 | -0.001119 | 0.094302 | 0.006887 | -0.043977 | 0.085143 | -0.017284 | 0.006758 | Female | 40 | No | No | Unemployed | Suburban | College | 1,673,416,800 |
35 | Yes | Yes | High Speed | Expired | One year | 100hrs+ | Disabled | b6d9b28f-7d26-446e-9606-c6c073870abd | no_churn | 0.030901 | 0 | no_churn | -0.04568 | 0.000289 | 0.045184 | -0.014378 | -0.011281 | -0.003136 | 0.004159 | -0.004184 | Male | 43 | Yes | Yes | Disabled | Suburban | College | 1,673,416,800 |
72 | Yes | Yes | Low Speed | Expired | Month-to-month | <80hrs | Disabled | 5b7188fe-9321-4348-87a7-e3e8fb59aed0 | no_churn | 0.002671 | 0 | no_churn | -0.165575 | -0.008592 | 0.004963 | -0.045347 | -0.011064 | 0.03632 | -0.002167 | -0.027564 | Female | 33 | No | Yes | Employed | Suburban | High School or Below | 1,673,416,800 |
25 | Yes | Yes | Low Speed | Expired | Month-to-month | 0hrs | Disabled | 6b3291e8-3be9-4ad0-b566-ec00acd73a90 | no_churn | 0.246193 | 0 | no_churn | -0.053093 | -0.007177 | 0.00361 | -0.131133 | -0.016291 | 0.019817 | -0.032645 | -0.042114 | Male | 35 | No | Yes | Medical Leave | Urban | Bachelor | 1,673,416,800 |
1 | No | No phone service | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 3271cf3f-5d62-4b0d-9628-fff093a3b707 | no_churn | 0.505257 | 0 | no_churn | 0.196939 | 0.082911 | 0.023203 | -0.010316 | -0.060482 | 0.147907 | -0.020421 | -0.006957 | Male | 23 | No | Yes | Medical Leave | Suburban | College | 1,673,416,800 |
10 | Yes | Yes | High Speed | Expired | Month-to-month | 0hrs | Disabled | 59d2a47b-60cf-40ec-a36a-15a02f637727 | no_churn | 0.089682 | 0 | no_churn | -0.032753 | -0.01235 | -0.009932 | -0.137281 | 0.008543 | 0.049441 | -0.038415 | -0.062463 | Male | 59 | No | Yes | Unemployed | Suburban | Doctor | 1,673,416,800 |
44 | Yes | Yes | High Speed | In_Store_Support | One year | <80hrs | Disabled | 200ab540-3b50-47fe-85cd-fc1a23f9ac74 | no_churn | 0.038046 | 0 | no_churn | -0.078187 | -0.004074 | -0.024804 | -0.035492 | -0.002625 | -0.11543 | 0.043103 | -0.021517 | Male | 21 | No | Yes | Employed | Urban | Bachelor | 1,673,416,800 |
61 | No | No phone service | High Speed | Expired | Month-to-month | <80hrs | Disabled | dd6bff16-f48f-44cc-8536-60fcb5b2fd5f | no_churn | 0.090103 | 0 | no_churn | -0.038319 | 0.140789 | 0.068245 | 0.033704 | 0.066982 | 0.133882 | 0.025461 | -0.00977 | Male | 75 | No | No | Employed | Suburban | High School or Below | 1,673,416,800 |
43 | Yes | No | Low Speed | Expired | Month-to-month | 0hrs | Disabled | 8eaeb159-89d8-439e-99a5-65b1e379c822 | no_churn | 0.087061 | 0 | no_churn | -0.063277 | -0.006336 | -0.020522 | -0.029789 | -0.06821 | 0.044895 | -0.018957 | -0.026829 | Female | 41 | Yes | No | Medical Leave | Urban | High School or Below | 1,673,416,800 |
30 | Yes | No | High Speed | Expired | Two year | 100hrs+ | Disabled | e5239d8b-ba69-488d-9db4-dc4db7b7a3a2 | no_churn | 0.028006 | 0 | no_churn | -0.045449 | -0.005854 | -0.015876 | -0.03658 | -0.032859 | -0.124842 | 0.016578 | -0.014145 | Female | 56 | Yes | Yes | Employed | Suburban | Bachelor | 1,673,416,800 |
42 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | 367209a1-ec3e-43f3-8de0-24fd00a6e1bc | no_churn | 0.062592 | 0 | no_churn | -0.058006 | -0.006432 | -0.038765 | -0.089854 | -0.074125 | 0.042913 | 0.018156 | -0.027915 | Male | 30 | No | Yes | Medical Leave | Rural | High School or Below | 1,673,416,800 |
41 | Yes | No | High Speed | Expired | One year | 100hrs+ | Disabled | 013be0e6-3e44-400c-8c42-362e7d9eef52 | no_churn | 0.061676 | 0 | no_churn | -0.071515 | -0.002611 | -0.014444 | -0.051156 | -0.019255 | -0.036112 | 0.046239 | -0.040172 | Female | 50 | No | Yes | Unemployed | Suburban | Bachelor | 1,673,416,800 |
21 | Yes | No | Medium Speed | Expired | Month-to-month | 100hrs+ | Disabled | cfe6311f-2ec9-46ea-aa9b-b847cb167e17 | churn | 0.108017 | 0 | no_churn | -0.063414 | -0.011399 | -0.083687 | -0.079052 | -0.038839 | 0.039703 | 0.008458 | -0.020797 | Female | 62 | No | Yes | Employed | Suburban | Bachelor | 1,673,416,800 |
22 | Yes | Yes | Medium Speed | Expired | Month-to-month | 100hrs+ | Disabled | 92160a55-64f4-4160-ace0-a4d5c327bb83 | no_churn | 0.376271 | 1 | churn | 0.097239 | -0.003056 | 0.110077 | 0.008749 | 0.040794 | 0.10585 | -0.028361 | 0.008681 | Female | 51 | No | No | Medical Leave | Suburban | Master | 1,673,416,800 |
28 | Yes | No | Medium Speed | Expired | Month-to-month | <80hrs | Disabled | 46442206-8ae5-44a9-8379-d7d688f9a7ea | no_churn | 0.137025 | 0 | no_churn | -0.111025 | -0.006267 | -0.027003 | -0.031948 | -0.066501 | 0.045198 | 0.052113 | -0.033593 | Female | 54 | No | No | Unemployed | Rural | High School or Below | 1,673,416,800 |
10 | Yes | No | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Disabled | 90bd17e3-2649-498a-a315-b4b66b4b8695 | no_churn | 0.094697 | 0 | no_churn | 0.004583 | -0.009767 | -0.014714 | -0.048075 | -0.086103 | 0.053219 | 0.006658 | -0.016456 | Female | 79 | No | No | Employed | Suburban | High School or Below | 1,673,416,800 |
19 | Yes | No | High Speed | Phone_Support | Month-to-month | 100hrs+ | Disabled | 2f943b98-6492-475a-b8a9-1b66110a44a0 | no_churn | 0.038352 | 0 | no_churn | -0.018358 | -0.00691 | -0.03619 | -0.08376 | 0.072225 | 0.055614 | 0.069613 | -0.066259 | Male | 36 | No | No | Employed | Suburban | College | 1,673,416,800 |
9 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | 5a922411-feed-4aab-a8f1-a7660589772c | no_churn | 0.091919 | 0 | no_churn | 0.103656 | -0.009041 | 0.008209 | -0.078061 | 0.022704 | 0.074923 | -0.043314 | 0.003322 | Female | 20 | No | Yes | Employed | Urban | Bachelor | 1,673,416,800 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 2d69008c-4aca-4959-bdb0-d567402a89c1 | no_churn | 0.620165 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 53 | Yes | Yes | Employed | Suburban | High School or Below | 1,673,416,800 |
1 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | 54989e2f-46c5-4dff-a02f-a16df968e06d | churn | 0.724528 | 1 | churn | 0.319408 | -0.009477 | -0.014906 | -0.012672 | -0.02531 | 0.124034 | 0.101035 | -0.045251 | Male | 54 | Yes | Yes | Employed | Urban | Bachelor | 1,673,416,800 |
1 | Yes | No | High Speed | Expired | Month-to-month | 0hrs | Disabled | 60abf579-eb46-4def-abf8-1087e27db9ce | no_churn | 0.35472 | 1 | churn | 0.208453 | -0.013062 | -0.026373 | -0.040779 | -0.033011 | 0.103481 | -0.034755 | -0.018403 | Male | 70 | No | No | Employed | Suburban | High School or Below | 1,673,416,800 |
5 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 0066510f-12eb-4b77-82c4-bea1bffc7665 | no_churn | 0.208661 | 0 | no_churn | 0.135378 | -0.002656 | -0.024563 | -0.058989 | -0.039185 | 0.068114 | 0.08563 | -0.052732 | Female | 60 | No | Yes | Unemployed | Suburban | College | 1,673,416,800 |
53 | Yes | No | High Speed | Expired | One year | 0hrs | Disabled | b1da2303-4c12-46df-80fc-b19115bdf984 | no_churn | 0.041772 | 0 | no_churn | -0.060863 | -0.0041 | -0.01748 | -0.018482 | -0.083409 | -0.049589 | -0.012638 | -0.022466 | Male | 32 | Yes | Yes | Disabled | Rural | High School or Below | 1,673,416,800 |
71 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 100hrs+ | Disabled | 6ec1afc2-bdb6-48ec-85c5-90022f01c8f3 | no_churn | 0.00278 | 0 | no_churn | -0.084015 | -0.003175 | -0.044888 | -0.008742 | -0.024252 | 0.059088 | 0.036718 | -0.032259 | Male | 25 | No | No | Disabled | Urban | High School or Below | 1,673,416,800 |
9 | Yes | No | High Speed | Expired | Month-to-month | 0hrs | Disabled | ddccab6d-7c78-4b0a-90b2-2537420d3ce1 | no_churn | 0.336322 | 1 | churn | 0.165857 | -0.000987 | 0.035429 | -0.046845 | 0.099215 | 0.110502 | -0.005948 | -0.03198 | Female | 48 | No | No | Unemployed | Rural | College | 1,673,416,800 |
18 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | 20e8cd4c-fe81-47f7-a298-d377372e7dd5 | no_churn | 0.056687 | 0 | no_churn | -0.058924 | -0.015791 | -0.049181 | -0.060329 | -0.090736 | 0.035788 | 0.029676 | -0.029531 | Male | 49 | No | Yes | Unemployed | Suburban | College | 1,673,416,800 |
2 | Yes | No | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Disabled | da6845e9-7df9-4345-9ff5-bd204b5b6428 | no_churn | 0.355578 | 0 | no_churn | 0.23398 | -0.009519 | -0.02104 | -0.023204 | -0.036395 | 0.115153 | 0.029805 | -0.031149 | Female | 55 | No | Yes | Unemployed | Suburban | College | 1,673,416,800 |
1 | Yes | No | Low Speed | Expired | Month-to-month | <80hrs | Disabled | 3d999931-c406-41dd-9496-371b8bd78dbe | no_churn | 0.37505 | 0 | no_churn | 0.213727 | -0.015576 | -0.084657 | -0.134447 | -0.081022 | 0.089621 | 0.025045 | -0.02002 | Female | 53 | No | Yes | Medical Leave | Suburban | College | 1,673,416,800 |
19 | No | No phone service | Medium Speed | Expired | Month-to-month | 100hrs+ | Disabled | b5274c25-ad7e-47fa-8811-647927a1f45a | no_churn | 0.186333 | 0 | no_churn | -0.052188 | 0.047282 | 0.003499 | -0.018243 | -0.012219 | 0.071314 | 0.076342 | -0.054813 | Female | 25 | No | No | Employed | Suburban | High School or Below | 1,673,416,800 |
60 | Yes | No | Low Speed | Expired | Month-to-month | <80hrs | Disabled | e325b183-22ac-4154-afea-92cb9324a80e | no_churn | 0.010057 | 0 | no_churn | -0.106267 | -0.011643 | -0.025326 | -0.050891 | -0.082049 | 0.026199 | 0.012602 | -0.021651 | Female | 39 | No | No | Unemployed | Suburban | College | 1,673,416,800 |
2 | No | No phone service | High Speed | Expired | Month-to-month | <80hrs | Disabled | d155497c-734d-4655-b2fa-b1d18da84d41 | no_churn | 0.668526 | 1 | churn | 0.238559 | 0.138082 | 0.058666 | -0.011203 | 0.005717 | 0.163914 | 0.03122 | -0.020488 | Male | 37 | Yes | No | Employed | Suburban | Bachelor | 1,673,416,800 |
22 | Yes | No | Low Speed | Expired | Month-to-month | 100hrs+ | Disabled | 2354de1c-28e7-416d-a32e-23bdb73595f2 | no_churn | 0.13064 | 1 | churn | -0.043491 | -0.00808 | -0.051661 | -0.021948 | -0.089016 | 0.024534 | 0.028211 | -0.019908 | Male | 34 | No | No | Unemployed | Suburban | College | 1,673,416,800 |
1 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 78dc47be-6906-437e-931c-73a7fc3d3744 | no_churn | 0.339808 | 1 | churn | 0.195451 | -0.012505 | -0.051809 | -0.032142 | -0.061364 | 0.084172 | -0.012665 | -0.018403 | Female | 54 | Yes | Yes | Employed | Suburban | Master | 1,673,416,800 |
1 | No | No phone service | Low Speed | Expired | Month-to-month | <80hrs | Disabled | 6bc5494b-78c3-49f0-9dc5-c38428bb8903 | no_churn | 0.830863 | 1 | churn | 0.292794 | 0.123532 | 0.044422 | -0.024587 | 0.046401 | 0.162537 | 0.0567 | -0.027253 | Male | 72 | No | No | Employed | Rural | Bachelor | 1,673,416,800 |
1 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 8fe6b53a-73a2-4202-94d2-aa83d4376aac | no_churn | 0.703997 | 1 | churn | 0.195451 | -0.012505 | -0.051809 | -0.032142 | -0.061364 | 0.084172 | -0.012665 | -0.018403 | Male | 77 | No | No | Retired | Suburban | College | 1,673,416,800 |
1 | Yes | Yes | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 99333429-49b7-4847-a39e-f73a54061c20 | no_churn | 0.731539 | 1 | churn | 0.215075 | -0.010176 | 0.034318 | -0.073134 | -0.028324 | 0.115745 | 0.047454 | -0.043213 | Male | 28 | No | Yes | Unemployed | Suburban | Bachelor | 1,673,416,800 |
41 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 100hrs+ | Disabled | 506ed88f-80a3-4351-bd54-1d8315cf2e64 | no_churn | 0.02849 | 0 | no_churn | 0.039146 | -0.004536 | 0.003042 | 0.057905 | 0.02435 | 0.06721 | -0.006277 | 0.000134 | Male | 80 | No | Yes | Employed | Suburban | College | 1,673,416,800 |
67 | Yes | Yes | Low Speed | Expired | Two year | 0hrs | Disabled | e03415f9-13c5-4525-a924-c3423d59fe98 | no_churn | 0.005235 | 0 | no_churn | -0.053632 | -0.002947 | 0.004581 | -0.027908 | 0.000399 | -0.106134 | -0.018476 | -0.064909 | Female | 67 | No | No | Employed | Urban | High School or Below | 1,673,416,800 |
3 | Yes | No | Low Speed | Expired | Month-to-month | <80hrs | Disabled | 2c47744b-3817-4d79-b96b-1285f459a0a2 | no_churn | 0.155826 | 0 | no_churn | 0.08657 | -0.01326 | -0.069369 | -0.089676 | -0.068191 | 0.05521 | -0.027576 | -0.017556 | Male | 68 | No | Yes | Unemployed | Suburban | Bachelor | 1,673,416,800 |
7 | No | No phone service | Low Speed | Web_Chat_Support | One year | 0hrs | Disabled | 82939e79-3c8e-4b70-8343-985f682067d4 | no_churn | 0.148982 | 0 | no_churn | 0.105665 | 0.019115 | 0.013552 | 0.099917 | 0.040724 | -0.040825 | -0.010348 | -0.008492 | Female | 34 | No | Yes | Employed | Suburban | High School or Below | 1,673,416,800 |
16 | Yes | No | Medium Speed | Web_Chat_Support | Two year | 100hrs+ | Disabled | 2e2a8044-0149-4e3a-9560-23268a29640a | no_churn | 0.010162 | 0 | no_churn | 0.008858 | -0.003047 | -0.008808 | -0.017955 | 0.047869 | -0.163921 | 0.063583 | -0.039606 | Male | 54 | No | Yes | Unemployed | Suburban | College | 1,673,416,800 |
1 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 90369afc-773a-4f3f-b0c3-f094bb3e71be | no_churn | 0.589671 | 0 | no_churn | 0.195451 | -0.012505 | -0.051809 | -0.032142 | -0.061364 | 0.084172 | -0.012665 | -0.018403 | Female | 44 | No | Yes | Unemployed | Suburban | College | 1,673,416,800 |
2 | Yes | No | Medium Speed | Expired | Month-to-month | 100hrs+ | Disabled | 5a76d284-78d5-4f74-806e-c94221dd32c3 | no_churn | 0.159217 | 0 | no_churn | 0.099262 | -0.014437 | -0.077114 | -0.175075 | -0.076724 | 0.032463 | 0.019869 | -0.020289 | Male | 23 | Yes | No | Employed | Suburban | High School or Below | 1,673,416,800 |
38 | No | No phone service | Medium Speed | Web_Chat_Support | Month-to-month | <80hrs | Disabled | 54557ad2-c5f1-4d27-b818-13bfe50d6c80 | no_churn | 0.312013 | 0 | no_churn | -0.073686 | 0.032128 | 0.014961 | -0.148333 | -0.030139 | 0.054429 | 0.016351 | -0.014737 | Female | 61 | No | No | Employed | Suburban | Bachelor | 1,673,416,800 |
5 | Yes | No | Medium Speed | Expired | Month-to-month | <80hrs | Disabled | bd027b5b-be7a-4ac8-8298-f9410691a969 | churn | 0.367629 | 1 | churn | 0.13663 | -0.001791 | -0.022054 | -0.00284 | 0.046117 | 0.092403 | 0.072888 | -0.040837 | Male | 62 | No | Yes | Unemployed | Rural | College | 1,673,416,800 |
72 | Yes | Yes | Medium Speed | Expired | Month-to-month | 100hrs+ | Disabled | 5987a1c3-d759-4e79-85c4-15df3066ff91 | no_churn | 0.003784 | 0 | no_churn | -0.111263 | -0.010685 | 0.007164 | -0.054872 | -0.010803 | 0.053247 | 0.050396 | -0.042209 | Male | 73 | No | Yes | Employed | Suburban | Doctor | 1,673,416,800 |
25 | Yes | No | High Speed | Expired | Two year | <80hrs | Disabled | e779d10f-793c-4f75-af6e-d9d0407be96d | no_churn | 0.012522 | 0 | no_churn | -0.019412 | -0.00378 | -0.049363 | -0.042945 | -0.017441 | -0.094341 | -0.00638 | -0.005365 | Female | 65 | Yes | No | Medical Leave | Urban | Bachelor | 1,673,416,800 |
4 | Yes | No | High Speed | Expired | Month-to-month | 0hrs | Disabled | 17bbfc3d-8293-4ca6-bc75-9218cb756818 | no_churn | 0.098825 | 0 | no_churn | 0.054683 | -0.00697 | -0.106507 | -0.129003 | -0.005385 | 0.068023 | -0.0314 | -0.059097 | Male | 37 | Yes | Yes | Employed | Suburban | Bachelor | 1,673,416,800 |
1 | No | No phone service | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Disabled | 88dca475-6327-458f-988e-8a53a0fcd0e7 | no_churn | 0.722481 | 1 | churn | 0.32574 | 0.081901 | 0.04639 | 0.015392 | 0.044446 | 0.184561 | 0.057813 | -0.025268 | Male | 54 | No | No | Employed | Suburban | High School or Below | 1,673,416,800 |
1 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 3d95d679-7e45-4254-946c-3b11607ca7d9 | no_churn | 0.203693 | 0 | no_churn | 0.195451 | -0.012505 | -0.051809 | -0.032142 | -0.061364 | 0.084172 | -0.012665 | -0.018403 | Female | 74 | No | Yes | Employed | Suburban | Bachelor | 1,673,416,800 |
21 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Disabled | 62309160-00e6-4940-b57c-ee077b082eb8 | churn | 0.01335 | 0 | no_churn | -0.014106 | -0.007517 | -0.033762 | -0.013829 | 0.064774 | 0.072126 | 0.130674 | -0.068554 | Male | 42 | No | Yes | Employed | Suburban | Bachelor | 1,673,416,800 |
16 | Yes | No | High Speed | Expired | Month-to-month | 0hrs | Disabled | 923bd275-d539-49a3-b5ce-3a07be5c1017 | no_churn | 0.160077 | 0 | no_churn | 0.213694 | 0.002941 | 0.036594 | -0.011928 | 0.078327 | 0.128506 | -0.000403 | 0.009984 | Male | 72 | No | Yes | Employed | Urban | High School or Below | 1,673,416,800 |
1 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 4f60da0d-f93c-4767-a0f9-8de970b25e36 | no_churn | 0.775154 | 1 | churn | 0.195451 | -0.012505 | -0.051809 | -0.032142 | -0.061364 | 0.084172 | -0.012665 | -0.018403 | Male | 44 | No | No | Unemployed | Suburban | Bachelor | 1,673,416,800 |
6 | Yes | No | High Speed | Web_Chat_Support | Two year | 100hrs+ | Disabled | b64676c4-4bb1-48f9-9e21-0c9d35155bb6 | no_churn | 0.014876 | 0 | no_churn | 0.010768 | -0.002532 | -0.005542 | -0.018576 | 0.042062 | -0.170357 | 0.058104 | -0.032952 | Female | 30 | Yes | Yes | Employed | Suburban | College | 1,673,416,800 |
26 | Yes | No | Low Speed | Expired | Month-to-month | 0hrs | Disabled | 3b00e2f3-13cc-4f38-b2e1-98cb9374af4c | no_churn | 0.019687 | 0 | no_churn | -0.079029 | -0.006632 | -0.028918 | -0.033008 | 0.008139 | 0.040067 | -0.020737 | -0.020576 | Male | 44 | No | No | Employed | Suburban | High School or Below | 1,673,416,800 |
1 | No | No phone service | Medium Speed | Expired | Month-to-month | 0hrs | Disabled | 1b14b066-2032-4250-a5c5-5a0ecdf3939e | no_churn | 0.48808 | 0 | no_churn | 0.128364 | -0.023629 | -0.026705 | -0.168769 | -0.069926 | 0.107524 | -0.04163 | -0.038223 | Female | 40 | No | No | Unemployed | Rural | Master | 1,673,416,800 |
9 | Yes | No | Low Speed | Expired | Month-to-month | <80hrs | Disabled | 9e7e6b18-41e6-4c4d-9ccd-cc6295143fd6 | no_churn | 0.263711 | 0 | no_churn | 0.009602 | -0.018742 | -0.05014 | -0.188209 | -0.036408 | 0.044663 | -0.008765 | -0.021027 | Male | 64 | No | No | Employed | Rural | Bachelor | 1,673,416,800 |
53 | Yes | No | High Speed | Expired | Two year | <80hrs | Disabled | 859f33a6-c71c-45bf-a9d4-cd44dde6720c | no_churn | 0.008206 | 0 | no_churn | -0.041286 | -0.002794 | -0.005008 | -0.066155 | -0.028956 | -0.080018 | 0.030392 | -0.015201 | Female | 26 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,673,416,800 |
18 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 4a6926c5-5371-49fc-bb89-fa36db804a64 | no_churn | 0.210755 | 0 | no_churn | -0.089575 | -0.014471 | -0.060528 | -0.057335 | -0.052412 | 0.021089 | 0.009283 | -0.025078 | Male | 28 | No | Yes | Unemployed | Rural | College | 1,673,416,800 |
4 | No | No phone service | Medium Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Disabled | 79347db4-17cd-4f7f-a225-04558094ad85 | no_churn | 0.431748 | 0 | no_churn | 0.098286 | -0.038488 | -0.019792 | -0.08424 | 0.032676 | 0.092029 | 0.083456 | -0.04662 | Female | 49 | No | Yes | Employed | Suburban | Doctor | 1,673,416,800 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Disabled | f2deb616-d40e-4db4-93d6-e9e13fd4a3b3 | no_churn | 0.48795 | 1 | churn | 0.263506 | -0.009693 | -0.025628 | -0.025964 | 0.094741 | 0.134205 | 0.082925 | -0.049345 | Female | 33 | No | Yes | Employed | Suburban | Master | 1,673,416,800 |
64 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Active | ead950b0-db39-44f9-8c36-214f07bfc3b1 | no_churn | 0.091133 | 0 | no_churn | -0.12691 | -0.014087 | -0.029663 | -0.040395 | -0.096081 | 0.029546 | 0.010016 | 0.01855 | Male | 23 | No | Yes | Employed | Urban | College | 1,673,416,800 |
58 | Yes | Yes | High Speed | Expired | One year | 100hrs+ | Active | eca61100-e189-4b26-954a-968d52c42c43 | no_churn | 0.301239 | 1 | churn | -0.140727 | -0.004026 | 0.023372 | -0.02613 | -0.018343 | -0.060888 | 0.040786 | 0.04693 | Female | 47 | No | No | Employed | Rural | College | 1,673,416,800 |
45 | Yes | Yes | High Speed | Expired | Two year | 100hrs+ | Active | 1469a022-aab6-43a2-835b-738ee0ac48fa | no_churn | 0.05823 | 0 | no_churn | -0.113069 | -0.003373 | 0.006242 | -0.041198 | -0.039226 | -0.112113 | 0.011917 | 0.021794 | Male | 52 | No | Yes | Employed | Suburban | Bachelor | 1,673,416,800 |
37 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Active | ce3cb61c-c853-4056-9c51-ddac4ec02c23 | no_churn | 0.153249 | 0 | no_churn | -0.090736 | -0.00893 | -0.051902 | -0.045138 | -0.002989 | 0.03866 | -0.032673 | -0.055318 | Female | 58 | No | No | Employed | Suburban | Bachelor | 1,673,416,800 |
22 | Yes | Yes | High Speed | Expired | Month-to-month | <80hrs | Active | 71587490-044a-447c-b768-90d5d9ebfdfd | no_churn | 0.552813 | 0 | no_churn | -0.04243 | -0.011047 | 0.051218 | -0.056541 | -0.100027 | 0.059703 | -0.003006 | 0.033105 | Female | 31 | No | Yes | Employed | Rural | High School or Below | 1,673,416,800 |
53 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 7aee60a9-1347-418e-8b03-cab782450da6 | no_churn | 0.271026 | 0 | no_churn | -0.130383 | -0.001034 | 0.049928 | 0.004812 | 0.052995 | 0.112242 | 0.079457 | 0.102957 | Female | 49 | Yes | No | Employed | Suburban | Bachelor | 1,673,416,800 |
72 | Yes | Yes | Medium Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 1b5ae893-49bd-4494-963e-a5d1779d31c7 | no_churn | 0.009077 | 0 | no_churn | -0.159075 | -0.001774 | -0.008313 | -0.108443 | 0.034757 | 0.080566 | 0.051223 | 0.081866 | Male | 49 | No | No | Employed | Rural | College | 1,673,416,800 |
9 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Active | 6b2874c7-84a4-4bf1-8020-90666d1a34e4 | no_churn | 0.612055 | 0 | no_churn | 0.220407 | -0.007591 | -0.039006 | 0.056306 | 0.12239 | 0.096398 | 0.069642 | 0.045761 | Male | 42 | No | No | Retired | Suburban | Bachelor | 1,673,416,800 |
68 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 0618f0fd-8fec-4724-8fe6-ffb8d72ba93f | no_churn | 0.26778 | 1 | churn | -0.133932 | -0.003379 | 0.017595 | 0.040196 | 0.08958 | 0.097616 | 0.017001 | 0.065129 | Male | 70 | No | No | Employed | Suburban | College | 1,673,416,800 |
13 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 9a54788e-3331-4c69-aa54-b79aa66319be | no_churn | 0.674336 | 0 | no_churn | -0.015107 | -0.006389 | -0.107021 | -0.127462 | 0.029962 | 0.073264 | -0.030272 | 0.080665 | Male | 40 | Yes | Yes | Employed | Urban | Master | 1,673,416,800 |
12 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 50c07869-9c31-4b18-b0eb-69d5528597c9 | no_churn | 0.692125 | 0 | no_churn | 0.096811 | 0.000206 | 0.098493 | 0.079843 | 0.076893 | 0.166957 | 0.090151 | 0.091621 | Male | 66 | No | No | Unemployed | Suburban | Doctor | 1,673,416,800 |
57 | Yes | Yes | Low Speed | Expired | Month-to-month | 100hrs+ | Active | af9d93cc-a89e-4c4d-bba1-e1b1e0de2861 | no_churn | 0.421173 | 0 | no_churn | -0.135438 | -0.004857 | 0.079434 | 0.069631 | -0.013831 | 0.086763 | 0.084352 | 0.08492 | Female | 26 | No | Yes | Employed | Urban | Bachelor | 1,673,416,800 |
7 | Yes | Yes | Medium Speed | Expired | Month-to-month | <80hrs | Active | 6b18850f-60e3-44cc-8425-0b8458a61162 | no_churn | 0.892778 | 1 | churn | 0.051227 | -0.000958 | -0.055329 | -0.009112 | -0.120387 | 0.084259 | 0.037232 | 0.064042 | Male | 70 | No | No | Unemployed | Suburban | College | 1,673,416,800 |
22 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | beb85410-dece-4c93-8d1b-48372a8d90cc | no_churn | 0.60466 | 1 | churn | -0.027467 | -0.002435 | 0.088746 | 0.063673 | 0.082334 | 0.093104 | 0.076762 | 0.056257 | Female | 45 | No | No | Unemployed | Suburban | High School or Below | 1,673,416,800 |
33 | Yes | Yes | High Speed | Expired | Month-to-month | <80hrs | Active | fa6525f9-728c-425b-9eaf-8ddfe8e9edcc | no_churn | 0.464217 | 0 | no_churn | -0.093824 | -0.003077 | 0.029906 | -0.07459 | -0.11981 | 0.053013 | 0.048275 | 0.049415 | Female | 37 | Yes | Yes | Employed | Suburban | College | 1,673,416,800 |
51 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Active | bd353e25-d4ab-4137-ae47-765c2adba448 | churn | 0.489173 | 0 | no_churn | -0.133398 | -0.009456 | -0.052274 | -0.021069 | -0.110444 | 0.028237 | 0.012105 | 0.027274 | Male | 34 | No | No | Employed | Rural | College | 1,673,416,800 |
68 | Yes | Yes | High Speed | Expired | Two year | <80hrs | Active | ef0549cc-833a-459a-882c-f3df3828a69c | no_churn | 0.102942 | 0 | no_churn | -0.078389 | -0.003747 | 0.012693 | -0.032655 | -0.024409 | -0.163138 | -0.010024 | 0.030643 | Female | 29 | No | No | Medical Leave | Rural | High School or Below | 1,673,416,800 |
15 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Active | 8acb647c-0cc7-4a82-a8eb-8b54d124cb6f | no_churn | 0.515899 | 0 | no_churn | 0.026528 | -0.013658 | -0.024595 | -0.094159 | -0.073425 | 0.051946 | -0.036394 | 0.034732 | Female | 60 | No | Yes | Unemployed | Rural | College | 1,673,416,800 |
53 | Yes | Yes | Fiber optic | Expired | Month-to-month | <80hrs | Active | f1fb9074-985d-41a9-a31a-44b75c82dd99 | no_churn | 0.642978 | 1 | churn | -0.171465 | -0.004663 | -0.012455 | 0.071907 | -0.132135 | 0.014204 | 0.013048 | 0.032534 | Female | 53 | No | No | Employed | Urban | Master | 1,673,416,800 |
60 | Yes | Yes | Fiber optic | Expired | Month-to-month | <80hrs | Active | 76d8b239-129c-49b6-8e8a-829460be2d96 | no_churn | 0.160142 | 0 | no_churn | -0.204934 | -0.009438 | -0.004786 | 0.021917 | 0.01265 | 0.000922 | -0.00633 | 0.020974 | Female | 24 | No | No | Employed | Suburban | Master | 1,673,416,800 |
57 | Yes | Yes | Fiber optic | Expired | Month-to-month | <80hrs | Active | 8455617a-d37a-4d07-9c8b-beff215f4454 | no_churn | 0.457277 | 1 | churn | -0.161434 | -0.010836 | -0.018725 | -0.002627 | -0.04624 | 0.012885 | 0.037319 | 0.033631 | Male | 26 | Yes | Yes | Employed | Rural | College | 1,673,416,800 |
47 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 5f07de3d-7203-400c-b294-f9a9adfa7113 | no_churn | 0.609518 | 1 | churn | -0.125291 | -0.002577 | 0.031054 | -0.022023 | -0.028842 | 0.06706 | -0.106033 | -0.012374 | Male | 57 | No | No | Unemployed | Suburban | Master | 1,673,416,800 |
6 | Yes | Yes | Fiber optic | Expired | Month-to-month | <80hrs | Active | 52499839-aa6e-4296-9d34-4be5f3adc17d | no_churn | 0.847475 | 1 | churn | 0.022779 | -0.001786 | -0.026997 | 0.082528 | -0.069964 | 0.06113 | -0.011765 | -0.044952 | Female | 77 | Yes | No | Employed | Urban | Bachelor | 1,673,416,800 |
63 | Yes | No | Fiber optic | Expired | Two year | 100hrs+ | Active | adc540de-99cd-45b7-99d0-111aad64b84d | no_churn | 0.034199 | 0 | no_churn | -0.136828 | -0.003627 | -0.050742 | 0.025571 | -0.002219 | -0.109703 | 0.002298 | 0.006223 | Female | 58 | No | No | Employed | Urban | College | 1,673,416,800 |
5 | Yes | No | Fiber optic | Expired | Month-to-month | 100hrs+ | Active | 2d9c3745-cae6-4b8d-9b89-a6aa4406ad4b | no_churn | 0.697103 | 0 | no_churn | 0.109783 | -0.000836 | 0.00554 | -0.023049 | -0.082519 | 0.040109 | -0.031826 | -0.031895 | Male | 50 | No | Yes | Employed | Suburban | Bachelor | 1,673,416,800 |
46 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 8d81a417-026d-45b1-af4a-1582da56a0e9 | churn | 0.632854 | 0 | no_churn | -0.214878 | -0.00271 | 0.021009 | -0.054239 | -0.024302 | 0.060127 | 0.024954 | 0.031012 | Female | 59 | No | No | Employed | Suburban | Master | 1,673,416,800 |
34 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | c70fab96-0900-41c0-9f22-c792d31e9a70 | no_churn | 0.230636 | 0 | no_churn | -0.217283 | -0.002571 | 0.028095 | -0.106337 | 0.003996 | 0.048035 | -0.010642 | -0.01232 | Female | 77 | Yes | Yes | Medical Leave | Urban | Bachelor | 1,673,416,800 |
26 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 418e2240-3fac-4fa2-a7c7-3a36df2f5af6 | churn | 0.424053 | 1 | churn | -0.118621 | -0.004835 | -0.107237 | -0.021385 | 0.054153 | 0.055006 | -0.019373 | 0.032075 | Female | 74 | Yes | No | Employed | Suburban | Bachelor | 1,673,416,800 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 2e29da5a-1664-4f56-b007-3444db35c143 | no_churn | 0.87442 | 0 | no_churn | 0.363996 | -0.003773 | -0.023682 | 0.050704 | 0.044275 | 0.157237 | 0.098271 | 0.043945 | Male | 21 | No | No | Retired | Suburban | High School or Below | 1,673,416,800 |
5 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 90868a94-8fb0-4787-be69-22a1e229ea72 | no_churn | 0.854695 | 1 | churn | 0.156586 | -0.002524 | 0.11328 | 0.015258 | 0.064215 | 0.138337 | 0.094062 | 0.018379 | Female | 59 | No | Yes | Employed | Suburban | Master | 1,673,416,800 |
3 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 1deb199d-1e8c-4055-8fcc-335609ab945d | no_churn | 0.821015 | 1 | churn | 0.222817 | -0.004664 | -0.054097 | 0.153041 | 0.033846 | 0.125707 | 0.076607 | 0.066188 | Male | 55 | Yes | Yes | Employed | Urban | High School or Below | 1,673,416,800 |
23 | Yes | Yes | Fiber optic | Expired | Month-to-month | 100hrs+ | Active | 468a2190-ff6b-475c-b096-ea0dabc1d076 | no_churn | 0.237191 | 0 | no_churn | -0.034334 | -0.002516 | 0.111929 | 0.113801 | 0.080366 | 0.074826 | 0.019247 | 0.057655 | Female | 25 | No | No | Unemployed | Suburban | High School or Below | 1,673,416,800 |
10 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 18311556-b2fa-4285-a68e-237095759a68 | no_churn | 0.375592 | 0 | no_churn | -0.005428 | -0.006306 | -0.12216 | -0.086355 | -0.013546 | 0.062716 | -0.07333 | -0.007949 | Female | 68 | No | No | Unemployed | Suburban | College | 1,673,416,800 |
13 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 5dbe5d18-03a1-4024-af9c-910c4c2275b0 | no_churn | 0.48812 | 0 | no_churn | 0.08987 | -0.005639 | 0.012089 | -0.014435 | 0.010796 | 0.071414 | -0.003058 | 0.050936 | Female | 61 | Yes | No | Employed | Suburban | High School or Below | 1,673,416,800 |
6 | Yes | No | Fiber optic | Expired | Month-to-month | 100hrs+ | Active | 71d1ba07-d3a6-42aa-8a0e-ce3fe22cf4d6 | no_churn | 0.687129 | 1 | churn | 0.037544 | -0.004411 | -0.027178 | 0.0241 | -0.142971 | 0.022517 | -0.052057 | -0.076569 | Male | 62 | No | No | Employed | Suburban | High School or Below | 1,673,416,800 |
51 | Yes | Yes | Fiber optic | Expired | One year | <80hrs | Active | 5694c1e2-1cf6-4f48-8284-35f1c066247f | no_churn | 0.27709 | 0 | no_churn | -0.140813 | -0.002446 | -0.008994 | 0.077694 | -0.047548 | -0.09119 | 0.028364 | 0.03424 | Male | 38 | No | No | Employed | Urban | Bachelor | 1,673,416,800 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.